kejian/codesearchnet-python-rebalanced · Datasets at Hugging Face

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def _build_connstr(host, port, bucket): """ Converts a 1.x host:port specification to a connection string """ hostlist = [] if isinstance(host, (tuple, list)): for curhost in host: if isinstance(curhost, (list, tuple)): hostlist.append(_fmthost(*curhost)) ...	[ "def", "_build_connstr", "(", "host", ",", "port", ",", "bucket", ")", ":", "hostlist", "=", "[", "]", "if", "isinstance", "(", "host", ",", "(", "tuple", ",", "list", ")", ")", ":", "for", "curhost", "in", "host", ":", "if", "isinstance", "(", "cu...	31.733333	0.002041
def _getPayload(self, record): """ The data that will be sent to the RESTful API """ try: # top level payload items d = record.__dict__ pid = d.pop('process', 'nopid') tid = d.pop('thread', 'notid') payload = { ...	[ "def", "_getPayload", "(", "self", ",", "record", ")", ":", "try", ":", "# top level payload items", "d", "=", "record", ".", "__dict__", "pid", "=", "d", ".", "pop", "(", "'process'", ",", "'nopid'", ")", "tid", "=", "d", ".", "pop", "(", "'thread'", ...	29.869565	0.001409
def _issubclass_2(subclass, superclass, bound_Generic, bound_typevars, bound_typevars_readonly, follow_fwd_refs, _recursion_check): """Helper for _issubclass, a.k.a pytypes.issubtype. """ if is_Tuple(superclass): return _issubclass_Tuple(subclass, superclass, bound_Generic, bound_typevar...	[ "def", "_issubclass_2", "(", "subclass", ",", "superclass", ",", "bound_Generic", ",", "bound_typevars", ",", "bound_typevars_readonly", ",", "follow_fwd_refs", ",", "_recursion_check", ")", ":", "if", "is_Tuple", "(", "superclass", ")", ":", "return", "_issubclass_...	55.973684	0.009704
def _pastore16(ins): ''' Stores 2º operand content into address of 1st operand. store16 a, x => (&a) = x Use '' for indirect store on 1st operand. ''' output = _paddr(ins.quad[1]) value = ins.quad[2] if value[0] == '*': value = value[1:] indirect = True else: ...	[ "def", "_pastore16", "(", "ins", ")", ":", "output", "=", "_paddr", "(", "ins", ".", "quad", "[", "1", "]", ")", "value", "=", "ins", ".", "quad", "[", "2", "]", "if", "value", "[", "0", "]", "==", "'*'", ":", "value", "=", "value", "[", "1",...	23.37931	0.001416
def reset(self): """Reset before re-using the cell for another graph.""" self._init_counter = -1 self._counter = -1 if hasattr(self, '_cells'): for cell in self._cells: cell.reset()	[ "def", "reset", "(", "self", ")", ":", "self", ".", "_init_counter", "=", "-", "1", "self", ".", "_counter", "=", "-", "1", "if", "hasattr", "(", "self", ",", "'_cells'", ")", ":", "for", "cell", "in", "self", ".", "_cells", ":", "cell", ".", "re...	33.571429	0.008299
def deserialize_condition(self, workflow, start_node): """ Reads the conditional statement from the given node. workflow -- the workflow with which the concurrence is associated start_node -- the xml structure (xml.dom.minidom.Node) """ # Collect all information. ...	[ "def", "deserialize_condition", "(", "self", ",", "workflow", ",", "start_node", ")", ":", "# Collect all information.", "condition", "=", "None", "spec_name", "=", "None", "for", "node", "in", "start_node", ".", "childNodes", ":", "if", "node", ".", "nodeType",...	42.032258	0.0015
def setFilepath(self, filepath): """ Sets the filepath text for this widget to the inputed path. :param filepath \| <str> """ if not filepath: self._filepathEdit.setText('') return if self.normalizePath(): fi...	[ "def", "setFilepath", "(", "self", ",", "filepath", ")", ":", "if", "not", "filepath", ":", "self", ".", "_filepathEdit", ".", "setText", "(", "''", ")", "return", "if", "self", ".", "normalizePath", "(", ")", ":", "filepath", "=", "os", ".", "path", ...	32	0.011385
def draw_clusters(data, clusters, noise = [], marker_descr = '.', hide_axes = False, axes = None, display_result = True): """! @brief Displays clusters for data in 2D or 3D. @param[in] data (list): Points that are described by coordinates represented. @param[in] clusters (list): Clusters that ...	[ "def", "draw_clusters", "(", "data", ",", "clusters", ",", "noise", "=", "[", "]", ",", "marker_descr", "=", "'.'", ",", "hide_axes", "=", "False", ",", "axes", "=", "None", ",", "display_result", "=", "True", ")", ":", "# Get dimension\r", "dimension", ...	41.35	0.026925
def __parse_results(self,results): """ The resolve server responds with some basic HTML formatting, where the actual results are listed as an HTML list. The regular expression RE_RESULT captures each entry """ reslist = [] cursor = 0 match = RE_RESULTS.se...	[ "def", "__parse_results", "(", "self", ",", "results", ")", ":", "reslist", "=", "[", "]", "cursor", "=", "0", "match", "=", "RE_RESULTS", ".", "search", "(", "results", ",", "cursor", ")", "while", "match", ":", "doc", "=", "{", "}", "doc", "[", "...	39.055556	0.013889
def handle_notification(self, data): """Handle JSONRPC notification.""" if data.get('method') in self._callbacks: self._callbacks.get(data.get('method'))(data.get('params'))	[ "def", "handle_notification", "(", "self", ",", "data", ")", ":", "if", "data", ".", "get", "(", "'method'", ")", "in", "self", ".", "_callbacks", ":", "self", ".", "_callbacks", ".", "get", "(", "data", ".", "get", "(", "'method'", ")", ")", "(", ...	49.5	0.00995
def read_namespaced_config_map(self, name, namespace, **kwargs): # noqa: E501 """read_namespaced_config_map # noqa: E501 read the specified ConfigMap # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True...	[ "def", "read_namespaced_config_map", "(", "self", ",", "name", ",", "namespace", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return...	55.56	0.001415
def check(self, batch_size): """Returns True if the logging frequency has been met.""" self.increment(batch_size) return self.unit_count >= self.config["log_train_every"]	[ "def", "check", "(", "self", ",", "batch_size", ")", ":", "self", ".", "increment", "(", "batch_size", ")", "return", "self", ".", "unit_count", ">=", "self", ".", "config", "[", "\"log_train_every\"", "]" ]	47.75	0.010309
def _read(filepath_or_buffer: FilePathOrBuffer, kwds): """Generic reader of line files.""" encoding = kwds.get('encoding', None) if encoding is not None: encoding = re.sub('_', '-', encoding).lower() kwds['encoding'] = encoding compression = kwds.get('compression', 'infer') compress...	[ "def", "_read", "(", "filepath_or_buffer", ":", "FilePathOrBuffer", ",", "kwds", ")", ":", "encoding", "=", "kwds", ".", "get", "(", "'encoding'", ",", "None", ")", "if", "encoding", "is", "not", "None", ":", "encoding", "=", "re", ".", "sub", "(", "'_...	30.916667	0.000653
def sync_auth_groups(): """ Syncs auth groups according to settings.AUTH_GROUPS :return: """ from django.conf import settings from django.contrib.auth.models import Group, Permission from django.db.models import Q for data in settings.AUTH_GROUPS: g1 = Group.objects.get_or_creat...	[ "def", "sync_auth_groups", "(", ")", ":", "from", "django", ".", "conf", "import", "settings", "from", "django", ".", "contrib", ".", "auth", ".", "models", "import", "Group", ",", "Permission", "from", "django", ".", "db", ".", "models", "import", "Q", ...	32.217391	0.001311
def _init_colors(self): """Init the Curses color layout.""" # Set curses options try: if hasattr(curses, 'start_color'): curses.start_color() if hasattr(curses, 'use_default_colors'): curses.use_default_colors() except Exception as...	[ "def", "_init_colors", "(", "self", ")", ":", "# Set curses options", "try", ":", "if", "hasattr", "(", "curses", ",", "'start_color'", ")", ":", "curses", ".", "start_color", "(", ")", "if", "hasattr", "(", "curses", ",", "'use_default_colors'", ")", ":", ...	41.947368	0.000409
def to_json(self, data, labels=None): """ Will return a dict with Google JSON structure for charts The Google structure:: { cols: [{id:<COL_NAME>, label:<LABEL FOR COL>, type: <COL TYPE>}, ...] rows: [{c: [{v: <COL VALUE}, ...], ....	[ "def", "to_json", "(", "self", ",", "data", ",", "labels", "=", "None", ")", ":", "labels", "=", "labels", "or", "dict", "(", ")", "json_data", "=", "dict", "(", ")", "json_data", "[", "\"cols\"", "]", "=", "[", "]", "# Create Structure to identify the g...	40.040816	0.00199
def pklc_fovcatalog_objectinfo( pklcdir, fovcatalog, fovcatalog_columns=[0,1,2, 6,7, 8,9, 10,11, 13,14,15,16, 17,18,19, 20,21], ...	[ "def", "pklc_fovcatalog_objectinfo", "(", "pklcdir", ",", "fovcatalog", ",", "fovcatalog_columns", "=", "[", "0", ",", "1", ",", "2", ",", "6", ",", "7", ",", "8", ",", "9", ",", "10", ",", "11", ",", "13", ",", "14", ",", "15", ",", "16", ",", ...	34.978723	0.008577
def _get_run_breadcrumbs(cls, source_type, data_object, task_attempt): """Create a path for a given file, in such a way that files end up being organized and browsable by run """ # We cannot generate the path unless connect to a TaskAttempt # and a run if not task_attempt...	[ "def", "_get_run_breadcrumbs", "(", "cls", ",", "source_type", ",", "data_object", ",", "task_attempt", ")", ":", "# We cannot generate the path unless connect to a TaskAttempt", "# and a run", "if", "not", "task_attempt", ":", "return", "[", "]", "# If multiple tasks exist...	33.2	0.001672
def _image_url(array, fmt='png', mode="data", quality=90, domain=None): """Create a data URL representing an image from a PIL.Image. Args: image: a numpy mode: presently only supports "data" for data URL Returns: URL representing image """ supported_modes = ("data") if mode not in supported_mo...	[ "def", "_image_url", "(", "array", ",", "fmt", "=", "'png'", ",", "mode", "=", "\"data\"", ",", "quality", "=", "90", ",", "domain", "=", "None", ")", ":", "supported_modes", "=", "(", "\"data\"", ")", "if", "mode", "not", "in", "supported_modes", ":",...	34.777778	0.010886
def non_argument_modifiers(role='ARG1', only_connecting=True): """ Return a function that finds non-argument modifier dependencies. Args: role (str): the role that is assigned to the dependency only_connecting (bool): if `True`, only return dependencies that connect separate com...	[ "def", "non_argument_modifiers", "(", "role", "=", "'ARG1'", ",", "only_connecting", "=", "True", ")", ":", "def", "func", "(", "xmrs", ",", "deps", ")", ":", "edges", "=", "[", "]", "for", "src", "in", "deps", ":", "for", "_", ",", "tgt", "in", "d...	36.053571	0.000482
def get_crystal_field_spin(self, coordination: str = "oct", spin_config: str = "high"): """ Calculate the crystal field spin based on coordination and spin configuration. Only works for transition metal species. Args: coordination (str): Only o...	[ "def", "get_crystal_field_spin", "(", "self", ",", "coordination", ":", "str", "=", "\"oct\"", ",", "spin_config", ":", "str", "=", "\"high\"", ")", ":", "if", "coordination", "not", "in", "(", "\"oct\"", ",", "\"tet\"", ")", "or", "spin_config", "not", "i...	41.538462	0.001357
def _GetTimelineItems(client_id, file_path): """Gets timeline items for a given client id and path.""" items = [] for file_path, stat_entry, _ in _GetTimelineStatEntries( client_id, file_path, with_history=True): # It may be that for a given timestamp only hash entry is available, we're # skippin...	[ "def", "_GetTimelineItems", "(", "client_id", ",", "file_path", ")", ":", "items", "=", "[", "]", "for", "file_path", ",", "stat_entry", ",", "_", "in", "_GetTimelineStatEntries", "(", "client_id", ",", "file_path", ",", "with_history", "=", "True", ")", ":"...	31.4	0.015887
def store(bank, key, data, cachedir): ''' Store information in a file. ''' base = os.path.join(cachedir, os.path.normpath(bank)) try: os.makedirs(base) except OSError as exc: if exc.errno != errno.EEXIST: raise SaltCacheError( 'The cache directory, {0}...	[ "def", "store", "(", "bank", ",", "key", ",", "data", ",", "cachedir", ")", ":", "base", "=", "os", ".", "path", ".", "join", "(", "cachedir", ",", "os", ".", "path", ".", "normpath", "(", "bank", ")", ")", "try", ":", "os", ".", "makedirs", "(...	33.068966	0.001013
def clone(self, fp): """Clone this generator with the exact same options.""" return self.__class__(fp, self._mangle_from_, None, # Use policy setting, which we've adjusted policy=self.policy)	[ "def", "clone", "(", "self", ",", "fp", ")", ":", "return", "self", ".", "__class__", "(", "fp", ",", "self", ".", "_mangle_from_", ",", "None", ",", "# Use policy setting, which we've adjusted", "policy", "=", "self", ".", "policy", ")" ]	48.666667	0.010101
def get_cors_options(appInstance, *dicts): """ Compute CORS options for an application by combining the DEFAULT_OPTIONS, the app's configuration-specified options and any dictionaries passed. The last specified option wins. """ options = DEFAULT_OPTIONS.copy() options.update(get_app_kwarg_di...	[ "def", "get_cors_options", "(", "appInstance", ",", "*", "dicts", ")", ":", "options", "=", "DEFAULT_OPTIONS", ".", "copy", "(", ")", "options", ".", "update", "(", "get_app_kwarg_dict", "(", "appInstance", ")", ")", "if", "dicts", ":", "for", "d", "in", ...	33.153846	0.002257
def get_tree(self, tgt_env): ''' Return a tree object for the specified environment ''' if not self.env_is_exposed(tgt_env): return None tgt_ref = self.ref(tgt_env) if tgt_ref is None: return None for ref_type in self.ref_types: ...	[ "def", "get_tree", "(", "self", ",", "tgt_env", ")", ":", "if", "not", "self", ".", "env_is_exposed", "(", "tgt_env", ")", ":", "return", "None", "tgt_ref", "=", "self", ".", "ref", "(", "tgt_env", ")", "if", "tgt_ref", "is", "None", ":", "return", "...	29.444444	0.002436
def is_continuous(self): """Boolean denoting whether the data collection is continuous.""" if self._validated_a_period is True and \ len(self.values) == len(self.header.analysis_period.months_int): return True else: return False	[ "def", "is_continuous", "(", "self", ")", ":", "if", "self", ".", "_validated_a_period", "is", "True", "and", "len", "(", "self", ".", "values", ")", "==", "len", "(", "self", ".", "header", ".", "analysis_period", ".", "months_int", ")", ":", "return", ...	40.857143	0.010274
async def rt_unsubscribe(self): """Unsubscribe to Tibber rt subscription.""" if self._subscription_id is None: _LOGGER.error("Not subscribed.") return await self._tibber_control.sub_manager.unsubscribe(self._subscription_id)	[ "async", "def", "rt_unsubscribe", "(", "self", ")", ":", "if", "self", ".", "_subscription_id", "is", "None", ":", "_LOGGER", ".", "error", "(", "\"Not subscribed.\"", ")", "return", "await", "self", ".", "_tibber_control", ".", "sub_manager", ".", "unsubscrib...	44.5	0.011029
def get_SCAT(points, low_bound, high_bound, x_max, y_max): """ runs SCAT test and returns boolean """ # iterate through all relevant points and see if any of them fall outside of your SCAT box SCAT = True for point in points: result = in_SCAT_box(point[0], point[1], low_bound, high_bound...	[ "def", "get_SCAT", "(", "points", ",", "low_bound", ",", "high_bound", ",", "x_max", ",", "y_max", ")", ":", "# iterate through all relevant points and see if any of them fall outside of your SCAT box", "SCAT", "=", "True", "for", "point", "in", "points", ":", "result",...	35.916667	0.011312
def make_auth_regex_str(etal, initial_surname_author=None, surname_initial_author=None): """ Returns a regular expression to be used to identify groups of author names in a citation. This method contains patterns for default authors, so no arguments are needed for the most reliable form of m...	[ "def", "make_auth_regex_str", "(", "etal", ",", "initial_surname_author", "=", "None", ",", "surname_initial_author", "=", "None", ")", ":", "if", "not", "initial_surname_author", ":", "# Standard author, with a maximum of 6 initials, and a surname.", "# The Initials MUST be up...	53.031447	0.013853
def set_viewup(self, vector): """ sets camera viewup vector """ if isinstance(vector, np.ndarray): if vector.ndim != 1: vector = vector.ravel() self.camera.SetViewUp(vector) self._render()	[ "def", "set_viewup", "(", "self", ",", "vector", ")", ":", "if", "isinstance", "(", "vector", ",", "np", ".", "ndarray", ")", ":", "if", "vector", ".", "ndim", "!=", "1", ":", "vector", "=", "vector", ".", "ravel", "(", ")", "self", ".", "camera", ...	34.571429	0.008065
def rdl_decomposition_rev(T, norm='reversible', mu=None): r"""Decomposition into left and right eigenvectors for reversible transition matrices. Parameters ---------- T : (M, M) ndarray Transition matrix norm: {'standard', 'reversible'} standard: (L'R) = Id, L[:,0] is a probabil...	[ "def", "rdl_decomposition_rev", "(", "T", ",", "norm", "=", "'reversible'", ",", "mu", "=", "None", ")", ":", "if", "mu", "is", "None", ":", "mu", "=", "stationary_distribution", "(", "T", ")", "\"\"\" symmetrize T \"\"\"", "smu", "=", "np", ".", "sqrt", ...	32.139241	0.001911
def trapezoid_transit_residual(transitparams, times, mags, errs): ''' This returns the residual between the modelmags and the actual mags. Parameters ---------- transitparams : list of float This contains the transiting planet trapezoid model:: transitparams = [transitperiod (...	[ "def", "trapezoid_transit_residual", "(", "transitparams", ",", "times", ",", "mags", ",", "errs", ")", ":", "modelmags", ",", "phase", ",", "ptimes", ",", "pmags", ",", "perrs", "=", "(", "trapezoid_transit_func", "(", "transitparams", ",", "times", ",", "m...	32.72093	0.00069
def mean(self, args, *kwargs): """ Compute mean of groups, excluding missing values. Returns ------- pandas.Series or pandas.DataFrame %(see_also)s Examples -------- >>> df = pd.DataFrame({'A': [1, 1, 2, 1, 2], ... 'B'...	[ "def", "mean", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "nv", ".", "validate_groupby_func", "(", "'mean'", ",", "args", ",", "kwargs", ",", "[", "'numeric_only'", "]", ")", "try", ":", "return", "self", ".", "_cython_agg_genera...	27.12963	0.001976
def gaps(args): """ %prog gaps agpfile Print out the distribution of gapsizes. Option --merge allows merging of adjacent gaps which is used by tidy(). """ from jcvi.graphics.histogram import loghistogram p = OptionParser(gaps.__doc__) p.add_option("--merge", dest="merge", default=False...	[ "def", "gaps", "(", "args", ")", ":", "from", "jcvi", ".", "graphics", ".", "histogram", "import", "loghistogram", "p", "=", "OptionParser", "(", "gaps", ".", "__doc__", ")", "p", ".", "add_option", "(", "\"--merge\"", ",", "dest", "=", "\"merge\"", ",",...	31.575	0.001919
def mean(l, ignore_nan=False, empty=0): """ nanmean compatible with generators. """ l = iter(l) if ignore_nan: l = ifilterfalse(np.isnan, l) try: n = 1 acc = next(l) except StopIteration: if empty == 'raise': raise ValueError('Empty mean') ...	[ "def", "mean", "(", "l", ",", "ignore_nan", "=", "False", ",", "empty", "=", "0", ")", ":", "l", "=", "iter", "(", "l", ")", "if", "ignore_nan", ":", "l", "=", "ifilterfalse", "(", "np", ".", "isnan", ",", "l", ")", "try", ":", "n", "=", "1",...	21.947368	0.009195
def parse_enum_type_definition(lexer: Lexer) -> EnumTypeDefinitionNode: """UnionTypeDefinition""" start = lexer.token description = parse_description(lexer) expect_keyword(lexer, "enum") name = parse_name(lexer) directives = parse_directives(lexer, True) values = parse_enum_values_definition...	[ "def", "parse_enum_type_definition", "(", "lexer", ":", "Lexer", ")", "->", "EnumTypeDefinitionNode", ":", "start", "=", "lexer", ".", "token", "description", "=", "parse_description", "(", "lexer", ")", "expect_keyword", "(", "lexer", ",", "\"enum\"", ")", "nam...	32.733333	0.00198
def generate_hooked_command(cmd_name, cmd_cls, hooks): """ Returns a generated subclass of ``cmd_cls`` that runs the pre- and post-command hooks for that command before and after the ``cmd_cls.run`` method. """ def run(self, orig_run=cmd_cls.run): self.run_command_hooks('pre_hooks') ...	[ "def", "generate_hooked_command", "(", "cmd_name", ",", "cmd_cls", ",", "hooks", ")", ":", "def", "run", "(", "self", ",", "orig_run", "=", "cmd_cls", ".", "run", ")", ":", "self", ".", "run_command_hooks", "(", "'pre_hooks'", ")", "orig_run", "(", "self",...	36.9375	0.00165
def get_transcoder(): """Return the path to a transcoder (ffmpeg or avconv) with MP3 support.""" transcoders = ['ffmpeg', 'avconv'] transcoder_details = {} for transcoder in transcoders: command_path = shutil.which(transcoder) if command_path is None: transcoder_details[transcoder] = 'Not installed.' co...	[ "def", "get_transcoder", "(", ")", ":", "transcoders", "=", "[", "'ffmpeg'", ",", "'avconv'", "]", "transcoder_details", "=", "{", "}", "for", "transcoder", "in", "transcoders", ":", "command_path", "=", "shutil", ".", "which", "(", "transcoder", ")", "if", ...	32.807692	0.027335
def _createShapelet(self,coeff): """ returns a shapelet array out of the coefficients *a, up to order l :param num_l: order of shapelets :type num_l: int. :param coeff: shapelet coefficients :type coeff: floats :returns: complex array :raises: AttributeE...	[ "def", "_createShapelet", "(", "self", ",", "coeff", ")", ":", "n_coeffs", "=", "len", "(", "coeff", ")", "num_l", "=", "self", ".", "_get_num_l", "(", "n_coeffs", ")", "shapelets", "=", "np", ".", "zeros", "(", "(", "num_l", "+", "1", ",", "num_l", ...	29.114286	0.018993
def _first_batch(sock_info, db, coll, query, ntoreturn, slave_ok, codec_options, read_preference, cmd, listeners): """Simple query helper for retrieving a first (and possibly only) batch.""" query = _Query( 0, db, coll, 0, query, None, codec_options, read_preference, ntoreturn, ...	[ "def", "_first_batch", "(", "sock_info", ",", "db", ",", "coll", ",", "query", ",", "ntoreturn", ",", "slave_ok", ",", "codec_options", ",", "read_preference", ",", "cmd", ",", "listeners", ")", ":", "query", "=", "_Query", "(", "0", ",", "db", ",", "c...	34.727273	0.000509
def vtableEqual(a, objectStart, b): """vtableEqual compares an unwritten vtable to a written vtable.""" N.enforce_number(objectStart, N.UOffsetTFlags) if len(a) * N.VOffsetTFlags.bytewidth != len(b): return False for i, elem in enumerate(a): x = encode.Get(packer.voffset, b, i * N.VOf...	[ "def", "vtableEqual", "(", "a", ",", "objectStart", ",", "b", ")", ":", "N", ".", "enforce_number", "(", "objectStart", ",", "N", ".", "UOffsetTFlags", ")", "if", "len", "(", "a", ")", "*", "N", ".", "VOffsetTFlags", ".", "bytewidth", "!=", "len", "(...	29.052632	0.001754
def download_url(self, remote_path, **kwargs): """返回目标文件可用的下载地址 :param remote_path: 每一项代表需要下载的文件路径 :type remote_path: str list """ def get_url(dlink): return self.session.get(dlink, headers=BAIDUPAN_HEADERS, ...	[ "def", "download_url", "(", "self", ",", "remote_path", ",", "", "", "kwargs", ")", ":", "def", "get_url", "(", "dlink", ")", ":", "return", "self", ".", "session", ".", "get", "(", "dlink", ",", "headers", "=", "BAIDUPAN_HEADERS", ",", "stream", "="...	35.235294	0.001625
def _get_files_to_lint(self, external_directories): """Get files to lint.""" all_f = [] for external_dir in external_directories: all_f.extend(_all_files_matching_ext(external_dir, "py")) packages = self.distribution.packages or list() for package in packages: ...	[ "def", "_get_files_to_lint", "(", "self", ",", "external_directories", ")", ":", "all_f", "=", "[", "]", "for", "external_dir", "in", "external_directories", ":", "all_f", ".", "extend", "(", "_all_files_matching_ext", "(", "external_dir", ",", "\"py\"", ")", ")...	35.5	0.00211
def close_filenos(preserve): """ Close unprotected file descriptors Close all open file descriptors that are not in preserve. If ulimit -nofile is "unlimited", all is defined filenos <= 4096, else all is <= the output of resource.getrlimit(). :param preserve: set with protected files :type pr...	[ "def", "close_filenos", "(", "preserve", ")", ":", "maxfd", "=", "resource", ".", "getrlimit", "(", "resource", ".", "RLIMIT_NOFILE", ")", "[", "1", "]", "if", "maxfd", "==", "resource", ".", "RLIM_INFINITY", ":", "maxfd", "=", "4096", "for", "fileno", "...	32.24	0.001205
def calc_qma_v1(self): """Calculate the discharge responses of the different MA processes. Required derived parameters: \|Nmb\| \|MA_Order\| \|MA_Coefs\| Required log sequence: \|LogIn\| Calculated flux sequence: \|QMA\| Examples: Assume there are three response func...	[ "def", "calc_qma_v1", "(", "self", ")", ":", "der", "=", "self", ".", "parameters", ".", "derived", ".", "fastaccess", "flu", "=", "self", ".", "sequences", ".", "fluxes", ".", "fastaccess", "log", "=", "self", ".", "sequences", ".", "logs", ".", "fast...	30.830508	0.000533
def _set_config(self, config=None): """Set this component's initial configuration""" if not config: config = {} try: # pprint(self.configschema) self.config = self.componentmodel(config) # self.log("Config schema:", lvl=critical) # ppr...	[ "def", "_set_config", "(", "self", ",", "config", "=", "None", ")", ":", "if", "not", "config", ":", "config", "=", "{", "}", "try", ":", "# pprint(self.configschema)", "self", ".", "config", "=", "self", ".", "componentmodel", "(", "config", ")", "# sel...	37.614035	0.000909
def start(self): """Start the sensor. """ if rospy.get_name() == '/unnamed': raise ValueError('Weight sensor must be run inside a ros node!') self._weight_subscriber = rospy.Subscriber('weight_sensor/weights', Float32MultiArray, self._weights_callback) self._running =...	[ "def", "start", "(", "self", ")", ":", "if", "rospy", ".", "get_name", "(", ")", "==", "'/unnamed'", ":", "raise", "ValueError", "(", "'Weight sensor must be run inside a ros node!'", ")", "self", ".", "_weight_subscriber", "=", "rospy", ".", "Subscriber", "(", ...	45.571429	0.009231
def validate_service(self, request, uid): """Validates the specs values from request for the service uid. Returns a non-translated message if the validation failed.""" result = get_record_value(request, uid, 'result') if not result: # No result set for this service, dismiss ...	[ "def", "validate_service", "(", "self", ",", "request", ",", "uid", ")", ":", "result", "=", "get_record_value", "(", "request", ",", "uid", ",", "'result'", ")", "if", "not", "result", ":", "# No result set for this service, dismiss", "return", "None", "if", ...	45.961538	0.001639
def _refresh_cache(self): """Populate self._thumbnails.""" self._thumbnails = {} metadatas = self.metadata_backend.get_thumbnails(self.source_image.name) for metadata in metadatas: self._thumbnails[metadata.size] = Thumbnail(metadata=metadata, storage=self.storage)	[ "def", "_refresh_cache", "(", "self", ")", ":", "self", ".", "_thumbnails", "=", "{", "}", "metadatas", "=", "self", ".", "metadata_backend", ".", "get_thumbnails", "(", "self", ".", "source_image", ".", "name", ")", "for", "metadata", "in", "metadatas", "...	50.666667	0.012945
def queryByPortSensor(portiaConfig, edgeId, port, sensor, last=False, params={ 'from': None, 'to': None, 'order': None, 'precision': 'ms', 'limit': None }): """Returns a pandas data frame with the portia select resultset""" header = {'Accept': 'text/csv'} if last == False: endpoint = '/select/devi...	[ "def", "queryByPortSensor", "(", "portiaConfig", ",", "edgeId", ",", "port", ",", "sensor", ",", "last", "=", "False", ",", "params", "=", "{", "'from'", ":", "None", ",", "'to'", ":", "None", ",", "'order'", ":", "None", ",", "'precision'", ":", "'ms'...	41.4	0.018886
def main(): """Main function for :command:`fabulous-image`.""" import optparse parser = optparse.OptionParser() parser.add_option( "-w", "--width", dest="width", type="int", default=None, help=("Width of printed image in characters. Default: %default")) (options, args) = parser.pars...	[ "def", "main", "(", ")", ":", "import", "optparse", "parser", "=", "optparse", ".", "OptionParser", "(", ")", "parser", ".", "add_option", "(", "\"-w\"", ",", "\"--width\"", ",", "dest", "=", "\"width\"", ",", "type", "=", "\"int\"", ",", "default", "=",...	39.636364	0.002242
def check_docstrings(show_diff=False, config=None, mods=None): """ Check docstrings in module match the README.md """ readme = parse_readme() modules_readme = core_module_docstrings(config=config) warned = False if create_readme(readme) != create_readme(modules_readme): for module i...	[ "def", "check_docstrings", "(", "show_diff", "=", "False", ",", "config", "=", "None", ",", "mods", "=", "None", ")", ":", "readme", "=", "parse_readme", "(", ")", "modules_readme", "=", "core_module_docstrings", "(", "config", "=", "config", ")", "warned", ...	36.395349	0.001867
def isstream(obj): """Detect if `obj` is a stream. We consider anything a stream that has the methods - ``close()`` and either set of the following - ``read()``, ``readline()``, ``readlines()`` - ``write()``, ``writeline()``, ``writelines()`` :Arguments: obj stream or ...	[ "def", "isstream", "(", "obj", ")", ":", "signature_methods", "=", "(", "\"close\"", ",", ")", "alternative_methods", "=", "(", "(", "\"read\"", ",", "\"readline\"", ",", "\"readlines\"", ")", ",", "(", "\"write\"", ",", "\"writeline\"", ",", "\"writelines\"",...	24.846154	0.000993
def run(self): ''' Execute the salt-cloud command line ''' # Parse shell arguments self.parse_args() salt_master_user = self.config.get('user') if salt_master_user is None: salt_master_user = salt.utils.user.get_user() if not check_user(salt_...	[ "def", "run", "(", "self", ")", ":", "# Parse shell arguments", "self", ".", "parse_args", "(", ")", "salt_master_user", "=", "self", ".", "config", ".", "get", "(", "'user'", ")", "if", "salt_master_user", "is", "None", ":", "salt_master_user", "=", "salt",...	40.803922	0.000603
def rainbow( self, text=None, fore=None, back=None, style=None, freq=0.1, offset=30, spread=3.0, linemode=True, movefactor=2, rgb_mode=False): """ Make rainbow gradient text. Arguments: text : Text to make gradient. ...	[ "def", "rainbow", "(", "self", ",", "text", "=", "None", ",", "fore", "=", "None", ",", "back", "=", "None", ",", "style", "=", "None", ",", "freq", "=", "0.1", ",", "offset", "=", "30", ",", "spread", "=", "3.0", ",", "linemode", "=", "True", ...	38.274194	0.000822
def register_plugin(self): """Register plugin in Spyder's main window""" self.redirect_stdio.connect(self.main.redirect_internalshell_stdio) self.main.console.shell.refresh.connect(self.refresh_plugin) iconsize = 24 self.toolbar.setIconSize(QSize(iconsize, iconsize)) ...	[ "def", "register_plugin", "(", "self", ")", ":", "self", ".", "redirect_stdio", ".", "connect", "(", "self", ".", "main", ".", "redirect_internalshell_stdio", ")", "self", ".", "main", ".", "console", ".", "shell", ".", "refresh", ".", "connect", "(", "sel...	50.142857	0.008403
def apply(self, resource): """ :param resource: Image :return: Image """ if isinstance(resource, Image.Image): return getattr(self, '_' + self.method)(resource) else: raise ValueError('Unsupported resource format: %s' % str(type(resource)))	[ "def", "apply", "(", "self", ",", "resource", ")", ":", "if", "isinstance", "(", "resource", ",", "Image", ".", "Image", ")", ":", "return", "getattr", "(", "self", ",", "'_'", "+", "self", ".", "method", ")", "(", "resource", ")", "else", ":", "ra...	33.777778	0.009615
def _addLink(self, dirTree, dirID, dirSeq, dirPath, name): """ Add tree reference and name. (Hardlink). """ logger.debug("Link %d-%d-%d '%s%s'", dirTree, dirID, dirSeq, dirPath, name) # assert dirTree != 0, (dirTree, dirID, dirSeq, dirPath, name) assert (dirTree, dirID, dirSeq) not in s...	[ "def", "_addLink", "(", "self", ",", "dirTree", ",", "dirID", ",", "dirSeq", ",", "dirPath", ",", "name", ")", ":", "logger", ".", "debug", "(", "\"Link %d-%d-%d '%s%s'\"", ",", "dirTree", ",", "dirID", ",", "dirSeq", ",", "dirPath", ",", "name", ")", ...	67.625	0.009124
def get_ndv_b(b): """Get NoData value for GDAL band. If NoDataValue is not set in the band, extract upper left and lower right pixel values. Otherwise assume NoDataValue is 0. Parameters ---------- b : GDALRasterBand object This is the input band. Returns ------- b...	[ "def", "get_ndv_b", "(", "b", ")", ":", "b_ndv", "=", "b", ".", "GetNoDataValue", "(", ")", "if", "b_ndv", "is", "None", ":", "#Check ul pixel for ndv", "ns", "=", "b", ".", "XSize", "nl", "=", "b", ".", "YSize", "ul", "=", "float", "(", "b", ".", ...	25.439024	0.012004
def calc_and_store_post_estimation_results(results_dict, estimator): """ Calculates and stores post-estimation results that require the use of the systematic utility transformation functions or the various derivative functions. Note that this function is only v...	[ "def", "calc_and_store_post_estimation_results", "(", "results_dict", ",", "estimator", ")", ":", "# Store the final log-likelihood", "final_log_likelihood", "=", "-", "1", "*", "results_dict", "[", "\"fun\"", "]", "results_dict", "[", "\"final_log_likelihood\"", "]", "="...	37.326733	0.000258
def string_class(cls): """Define __unicode__ and __str__ methods on the given class in Python 2. The given class must define a __str__ method returning a unicode string, otherwise a TypeError is raised. Under Python 3, the class is returned as is. """ if not PY3: if '__str__' not in cls...	[ "def", "string_class", "(", "cls", ")", ":", "if", "not", "PY3", ":", "if", "'__str__'", "not", "in", "cls", ".", "__dict__", ":", "raise", "TypeError", "(", "'the given class has no __str__ method'", ")", "cls", ".", "__unicode__", ",", "cls", ".", "__strin...	40	0.00188
def show_tracebacks(self): """ Show tracebacks """ if self.broker.tracebacks: for tb in self.broker.tracebacks.values(): # tb = "Traceback {0}".format(str(tb)) self.logit(str(tb), self.pid, self.user, "insights-run", logging.ERROR)	[ "def", "show_tracebacks", "(", "self", ")", ":", "if", "self", ".", "broker", ".", "tracebacks", ":", "for", "tb", "in", "self", ".", "broker", ".", "tracebacks", ".", "values", "(", ")", ":", "# tb = \"Traceback {0}\".format(str(tb))", "self", ".", "logit",...	47.666667	0.010309
def generate_password_link(self): """ Generates a link to reset password """ self.password_link = self.generate_hash(50) now = datetime.datetime.utcnow() self.password_link_expires = now + datetime.timedelta(hours=24)	[ "def", "generate_password_link", "(", "self", ")", ":", "self", ".", "password_link", "=", "self", ".", "generate_hash", "(", "50", ")", "now", "=", "datetime", ".", "datetime", ".", "utcnow", "(", ")", "self", ".", "password_link_expires", "=", "now", "+"...	49	0.008032
def load(filters=".", text='Select a file, FACEFACE!', default_directory='default_directory'): """ Pops up a dialog for opening a single file. Returns a string path or None. """ # make sure the filters contains "." as an option! if not '*' in filters.split(';'): filters = filters + ";;All files ...	[ "def", "load", "(", "filters", "=", "\".\"", ",", "text", "=", "'Select a file, FACEFACE!'", ",", "default_directory", "=", "'default_directory'", ")", ":", "# make sure the filters contains \".\" as an option!", "if", "not", "'*'", "in", "filters", ".", "split", ...	38.541667	0.018987
def disco(bytecode_version, co, timestamp, out=sys.stdout, is_pypy=False, magic_int=None, source_size=None, header=True, asm_format=False, show_bytes=False, dup_lines=False): """ diassembles and deparses a given code block 'co' """ assert iscode(co) show_module_header...	[ "def", "disco", "(", "bytecode_version", ",", "co", ",", "timestamp", ",", "out", "=", "sys", ".", "stdout", ",", "is_pypy", "=", "False", ",", "magic_int", "=", "None", ",", "source_size", "=", "None", ",", "header", "=", "True", ",", "asm_format", "=...	32.2	0.00201
def set(clear=False, **defaults): """ Set default parameters for :class:`lsqfit.nonlinear_fit`. Use to set default values for parameters: ``svdcut``, ``debug``, ``tol``, ``maxit``, and ``fitter``. Can also set parameters specific to the fitter specified by the ``fitter`` argumen...	[ "def", "set", "(", "clear", "=", "False", ",", "", "", "defaults", ")", ":", "old_defaults", "=", "dict", "(", "nonlinear_fit", ".", "DEFAULTS", ")", "if", "clear", ":", "nonlinear_fit", ".", "DEFAULTS", "=", "{", "}", "for", "k", "in", "defaults", ...	39.238095	0.001184
def api_server(connection, server_class): """ Establishes an API Server on the supplied connection Arguments: - connection (xbahn.connection.Connection) - server_class (xbahn.api.Server) Returns: - server_class: server instance """ # run api server on connection re...	[ "def", "api_server", "(", "connection", ",", "server_class", ")", ":", "# run api server on connection", "return", "server_class", "(", "link", "=", "xbahn", ".", "connection", ".", "link", ".", "Link", "(", "# use the connection to receive messages", "receive", "=", ...	26.47619	0.001736
def ycoord(self): """The y coordinate :class:`xarray.Variable`""" v = next(self.raw_data.psy.iter_base_variables) return self.decoder.get_y(v, coords=self.data.coords)	[ "def", "ycoord", "(", "self", ")", ":", "v", "=", "next", "(", "self", ".", "raw_data", ".", "psy", ".", "iter_base_variables", ")", "return", "self", ".", "decoder", ".", "get_y", "(", "v", ",", "coords", "=", "self", ".", "data", ".", "coords", "...	47	0.010471
def main(argv=None): """ Command line entry point """ if not argv: argv = sys.argv[1:] parser = argparse.ArgumentParser(description=_HELP_TEXT) parser.add_argument('input', nargs='?', default=None) parser.add_argument('output', nargs='?', default=None) parser.add_argument('--ver...	[ "def", "main", "(", "argv", "=", "None", ")", ":", "if", "not", "argv", ":", "argv", "=", "sys", ".", "argv", "[", "1", ":", "]", "parser", "=", "argparse", ".", "ArgumentParser", "(", "description", "=", "_HELP_TEXT", ")", "parser", ".", "add_argume...	30.133333	0.001072
def stopLongPolling(self): ''' Stop LongPolling thread :return: none ''' if(self.longPollThread.isAlive()): self._stopLongPolling.set() self.log.debug("set stop longpolling flag") else: self.log.warn("LongPolling thread already stopped") return	[ "def", "stopLongPolling", "(", "self", ")", ":", "if", "(", "self", ".", "longPollThread", ".", "isAlive", "(", ")", ")", ":", "self", ".", "_stopLongPolling", ".", "set", "(", ")", "self", ".", "log", ".", "debug", "(", "\"set stop longpolling flag\"", ...	21.583333	0.051852
def remote_log_block_status_send(self, target_system, target_component, seqno, status, force_mavlink1=False): ''' Send Status of each log block that autopilot board might have sent target_system : System ID (uint8_t) target_component ...	[ "def", "remote_log_block_status_send", "(", "self", ",", "target_system", ",", "target_component", ",", "seqno", ",", "status", ",", "force_mavlink1", "=", "False", ")", ":", "return", "self", ".", "send", "(", "self", ".", "remote_log_block_status_encode", "(", ...	60.545455	0.008876
def gain(self, gain_db=0.0, normalize=True, limiter=False, balance=None): '''Apply amplification or attenuation to the audio signal. Parameters ---------- gain_db : float, default=0.0 Gain adjustment in decibels (dB). normalize : bool, default=True If Tru...	[ "def", "gain", "(", "self", ",", "gain_db", "=", "0.0", ",", "normalize", "=", "True", ",", "limiter", "=", "False", ",", "balance", "=", "None", ")", ":", "if", "not", "is_number", "(", "gain_db", ")", ":", "raise", "ValueError", "(", "\"gain_db must ...	36.288136	0.00091
def _setup_constants(alphabet=NAMESPACE_CHARACTERS, max_length=MAX_NAMESPACE_LENGTH, batch_size=NAMESPACE_BATCH_SIZE): """Calculate derived constant values. Only useful for testing.""" global NAMESPACE_CHARACTERS global MAX_NAMESPACE_LENGTH # pylint: disable=global-var...	[ "def", "_setup_constants", "(", "alphabet", "=", "NAMESPACE_CHARACTERS", ",", "max_length", "=", "MAX_NAMESPACE_LENGTH", ",", "batch_size", "=", "NAMESPACE_BATCH_SIZE", ")", ":", "global", "NAMESPACE_CHARACTERS", "global", "MAX_NAMESPACE_LENGTH", "# pylint: disable=global-var...	33.139535	0.02454
def accumulate_nested_doc(nested_path, expr=IDENTITY): """ :param nested_path: THE PATH USED TO EXTRACT THE NESTED RECORDS :param expr: FUNCTION USED ON THE NESTED OBJECT TO GET SPECIFIC VALUE :return: THE DE_TYPED NESTED OBJECT ARRAY """ name = literal_field(nested_path) def output(doc): ...	[ "def", "accumulate_nested_doc", "(", "nested_path", ",", "expr", "=", "IDENTITY", ")", ":", "name", "=", "literal_field", "(", "nested_path", ")", "def", "output", "(", "doc", ")", ":", "acc", "=", "[", "]", "for", "h", "in", "doc", ".", "inner_hits", ...	37.285714	0.002491
def _get_sizes_checksums(checksums_path): """Returns {URL: (size, checksum)}s stored within file.""" checksums = {} for line in _read_file(checksums_path).split('\n'): if not line: continue # URL might have spaces inside, but size and checksum will not. url, size, checksum = line.rsplit(' ', 2) ...	[ "def", "_get_sizes_checksums", "(", "checksums_path", ")", ":", "checksums", "=", "{", "}", "for", "line", "in", "_read_file", "(", "checksums_path", ")", ".", "split", "(", "'\\n'", ")", ":", "if", "not", "line", ":", "continue", "# URL might have spaces insi...	37.2	0.015748
def yum_group_install(**kwargs): """ instals a yum group """ for grp in list(kwargs['groups']): log_green("installing %s ..." % grp) if 'repo' in kwargs: repo = kwargs['repo'] sudo("yum groupinstall -y --quiet " "--enablerepo=%s '%s'" % (repo, grp)) ...	[ "def", "yum_group_install", "(", "", "", "kwargs", ")", ":", "for", "grp", "in", "list", "(", "kwargs", "[", "'groups'", "]", ")", ":", "log_green", "(", "\"installing %s ...\"", "%", "grp", ")", "if", "'repo'", "in", "kwargs", ":", "repo", "=", "kwa...	42.333333	0.001927
def rm_command( ignore_missing, star_silent, recursive, enable_globs, endpoint_plus_path, label, submission_id, dry_run, deadline, skip_activation_check, notify, meow, heartbeat, polling_interval, timeout, timeout_exit_code, ): """ Executor for `gl...	[ "def", "rm_command", "(", "ignore_missing", ",", "star_silent", ",", "recursive", ",", "enable_globs", ",", "endpoint_plus_path", ",", "label", ",", "submission_id", ",", "dry_run", ",", "deadline", ",", "skip_activation_check", ",", "notify", ",", "meow", ",", ...	26.469136	0.001799
def reset_highlights(self): """ Remove red outlines from all buttons """ for dtype in ["specimens", "samples", "sites", "locations", "ages"]: wind = self.FindWindowByName(dtype + '_btn') wind.Unbind(wx.EVT_PAINT, handler=self.highlight_button) self.Refresh...	[ "def", "reset_highlights", "(", "self", ")", ":", "for", "dtype", "in", "[", "\"specimens\"", ",", "\"samples\"", ",", "\"sites\"", ",", "\"locations\"", ",", "\"ages\"", "]", ":", "wind", "=", "self", ".", "FindWindowByName", "(", "dtype", "+", "'_btn'", ...	42.454545	0.008386
def wait_for_server(pbclient=None, dc_id=None, serverid=None, indicator='state', state='AVAILABLE', timeout=300): ''' wait for a server/VM to reach a defined state for a specified time indicator := {state\|vmstate} specifies if server or VM stat is tested state specifies the status th...	[ "def", "wait_for_server", "(", "pbclient", "=", "None", ",", "dc_id", "=", "None", ",", "serverid", "=", "None", ",", "indicator", "=", "'state'", ",", "state", "=", "'AVAILABLE'", ",", "timeout", "=", "300", ")", ":", "if", "pbclient", "is", "None", "...	39.172414	0.000859
def _eager_tasklet(tasklet): """Decorator to turn tasklet to run eagerly.""" @utils.wrapping(tasklet) def eager_wrapper(args, kwds): fut = tasklet(args, **kwds) _run_until_rpc() return fut return eager_wrapper	[ "def", "_eager_tasklet", "(", "tasklet", ")", ":", "@", "utils", ".", "wrapping", "(", "tasklet", ")", "def", "eager_wrapper", "(", "", "args", ",", "", "", "kwds", ")", ":", "fut", "=", "tasklet", "(", "", "args", ",", "", "", "kwds", ")", ...	22.6	0.021277
def deprecated(text="", eos=""): """ Args: text, eos: same as :func:`log_deprecated`. Returns: a decorator which deprecates the function. Example: .. code-block:: python @deprecated("Explanation of what to do instead.", "2017-11-4") def foo(...): ...	[ "def", "deprecated", "(", "text", "=", "\"\"", ",", "eos", "=", "\"\"", ")", ":", "def", "get_location", "(", ")", ":", "import", "inspect", "frame", "=", "inspect", ".", "currentframe", "(", ")", "if", "frame", ":", "callstack", "=", "inspect", ".", ...	27.6	0.001
def _importGenomeObjects(gtfFilePath, chroSet, genome, batchSize, verbose = 0) : """verbose must be an int [0, 4] for various levels of verbosity""" class Store(object) : def __init__(self, conf) : self.conf = conf self.chromosomes = {} self.gen...	[ "def", "_importGenomeObjects", "(", "gtfFilePath", ",", "chroSet", ",", "genome", ",", "batchSize", ",", "verbose", "=", "0", ")", ":", "class", "Store", "(", "object", ")", ":", "def", "__init__", "(", "self", ",", "conf", ")", ":", "self", ".", "conf...	44.413223	0.017836
def get_mems(self, type): """Fetch all the memories of the supplied type""" ret = () for m in self.mems: if m.type == type: ret += (m,) return ret	[ "def", "get_mems", "(", "self", ",", "type", ")", ":", "ret", "=", "(", ")", "for", "m", "in", "self", ".", "mems", ":", "if", "m", ".", "type", "==", "type", ":", "ret", "+=", "(", "m", ",", ")", "return", "ret" ]	25	0.009662
def setColor( self, color ): """ Sets the color for this widget. :param color \| <QColor> \|\| <str> """ self._color = QColor(color) self.setAlternateColor(self._color.darker(110))	[ "def", "setColor", "(", "self", ",", "color", ")", ":", "self", ".", "_color", "=", "QColor", "(", "color", ")", "self", ".", "setAlternateColor", "(", "self", ".", "_color", ".", "darker", "(", "110", ")", ")" ]	29.875	0.020325
def _filter_dead_code(nodes: Iterable[ast.AST]) -> List[ast.AST]: """Return a list of body nodes, trimming out unreachable code (any statements appearing after `break`, `continue`, and `return` nodes).""" new_nodes: List[ast.AST] = [] for node in nodes: if isinstance(node, (ast.Break, ast.Contin...	[ "def", "_filter_dead_code", "(", "nodes", ":", "Iterable", "[", "ast", ".", "AST", "]", ")", "->", "List", "[", "ast", ".", "AST", "]", ":", "new_nodes", ":", "List", "[", "ast", ".", "AST", "]", "=", "[", "]", "for", "node", "in", "nodes", ":", ...	43.3	0.002262
def out_of_bag_samples(self): """ Returns the out-of-bag samples list, inside a wrapper to keep track of modifications. """ #TODO:replace with more a generic pass-through wrapper? class O(object): def __init__(self, tree): self.tree = tree ...	[ "def", "out_of_bag_samples", "(", "self", ")", ":", "#TODO:replace with more a generic pass-through wrapper?", "class", "O", "(", "object", ")", ":", "def", "__init__", "(", "self", ",", "tree", ")", ":", "self", ".", "tree", "=", "tree", "def", "__len__", "("...	39.095238	0.009512
def solar_noon_utc(self, date, longitude): """Calculate solar noon time in the UTC timezone. :param date: Date to calculate for. :type date: :class:`datetime.date` :param longitude: Longitude - Eastern longitudes should be positive :type longitude: float ...	[ "def", "solar_noon_utc", "(", "self", ",", "date", ",", "longitude", ")", ":", "jc", "=", "self", ".", "_jday_to_jcentury", "(", "self", ".", "_julianday", "(", "date", ")", ")", "eqtime", "=", "self", ".", "_eq_of_time", "(", "jc", ")", "timeUTC", "="...	29.555556	0.002183
def directory_cloud(self,directory,max_text_size=72,min_text_size=12,expand_width=50,expand_height=50,max_count=100000): '''Creates a word cloud using files from a directory. The color of the words correspond to the amount of documents the word occurs in.''' worddict = assign_fonts(tuplecount(re...	[ "def", "directory_cloud", "(", "self", ",", "directory", ",", "max_text_size", "=", "72", ",", "min_text_size", "=", "12", ",", "expand_width", "=", "50", ",", "expand_height", "=", "50", ",", "max_count", "=", "100000", ")", ":", "worddict", "=", "assign_...	61.384615	0.021592
def prettymetrics(self) -> str: """ Pretty printing for metrics """ rendered = ["{}: {}".format(*m) for m in self.metrics()] return "\n ".join(rendered)	[ "def", "prettymetrics", "(", "self", ")", "->", "str", ":", "rendered", "=", "[", "\"{}: {}\"", ".", "format", "(", "*", "m", ")", "for", "m", "in", "self", ".", "metrics", "(", ")", "]", "return", "\"\\n \"", ".", "join", "(", "rendered", ...	33	0.009852
def nfa_complementation(nfa: dict) -> dict: """ Returns a DFA reading the complemented language read by input NFA. Complement a nondeterministic automaton is possible complementing the determinization of it. The construction is effective, but it involves an exponential blow-up, since determiniz...	[ "def", "nfa_complementation", "(", "nfa", ":", "dict", ")", "->", "dict", ":", "determinized_nfa", "=", "nfa_determinization", "(", "nfa", ")", "return", "DFA", ".", "dfa_complementation", "(", "determinized_nfa", ")" ]	38.875	0.00157
def _expand(self, row, consumed_position, passed): """Add the arguments `(args, kw)` to `_walk` to the todo list.""" self._todo.append((row, consumed_position, passed))	[ "def", "_expand", "(", "self", ",", "row", ",", "consumed_position", ",", "passed", ")", ":", "self", ".", "_todo", ".", "append", "(", "(", "row", ",", "consumed_position", ",", "passed", ")", ")" ]	60.666667	0.01087
def geocode( self, query, bounds=None, country=None, language=None, exactly_one=True, timeout=DEFAULT_SENTINEL, ): """ Return a location point by address. :param str query: The address or query you wish to g...	[ "def", "geocode", "(", "self", ",", "query", ",", "bounds", "=", "None", ",", "country", "=", "None", ",", "language", "=", "None", ",", "exactly_one", "=", "True", ",", "timeout", "=", "DEFAULT_SENTINEL", ",", ")", ":", "params", "=", "{", "'key'", ...	40.795699	0.001287
async def _connect(self, hostname, port, reconnect=False, password=None, encoding=pydle.protocol.DEFAULT_ENCODING, channels=[], tls=False, tls_verify=False, source_address=None): """ Connect to IRC server, optionally over TLS. """ self.password = password # Create connection if we can't reuse i...	[ "async", "def", "_connect", "(", "self", ",", "hostname", ",", "port", ",", "reconnect", "=", "False", ",", "password", "=", "None", ",", "encoding", "=", "pydle", ".", "protocol", ".", "DEFAULT_ENCODING", ",", "channels", "=", "[", "]", ",", "tls", "=...	48.722222	0.010067
def backbone_wu(CIJ, avgdeg): ''' The network backbone contains the dominant connections in the network and may be used to aid network visualization. This function computes the backbone of a given weighted and undirected connection matrix CIJ, using a minimum-spanning-tree based algorithm. Para...	[ "def", "backbone_wu", "(", "CIJ", ",", "avgdeg", ")", ":", "n", "=", "len", "(", "CIJ", ")", "if", "not", "np", ".", "all", "(", "CIJ", "==", "CIJ", ".", "T", ")", ":", "raise", "BCTParamError", "(", "'backbone_wu can only be computed for undirected '", ...	33.727273	0.001122
def update_fax(self, fax_id, payload_fax_modification, **kwargs): # noqa: E501 """Modify fax record # noqa: E501 You can modify a fax record's comment or mark it as read # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please...	[ "def", "update_fax", "(", "self", ",", "fax_id", ",", "payload_fax_modification", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async'", ")", ":", "return", ...	47.409091	0.00188
def lucene_version(core_name=None): ''' Gets the lucene version that solr is using. If you are running a multi-core setup you should specify a core name since all the cores run under the same servlet container, they will all have the same version. core_name : str (None) The name of the solr...	[ "def", "lucene_version", "(", "core_name", "=", "None", ")", ":", "ret", "=", "_get_return_dict", "(", ")", "# do we want to check for all the cores?", "if", "_get_none_or_value", "(", "core_name", ")", "is", "None", "and", "_check_for_cores", "(", ")", ":", "succ...	38.658537	0.001231
def get_log_metric( self, metric_name, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Gets a logs-based metric. Example: >>> from google.cloud import logging_v2 ...	[ "def", "get_log_metric", "(", "self", ",", "metric_name", ",", "retry", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",", "timeout", "=", "google", ".", "api_core", ".", "gapic_v1", ".", "method", ".", "DEFAULT", ",", "...	38.555556	0.001756
def main(argv=None): '''Command line options.''' program_name = os.path.basename(sys.argv[0]) program_version = version program_build_date = "%s" % __updated__ program_version_string = '%%prog %s (%s)' % (program_version, program_build_date) #program_usage = '''usage: spam two eggs''' # option...	[ "def", "main", "(", "argv", "=", "None", ")", ":", "program_name", "=", "os", ".", "path", ".", "basename", "(", "sys", ".", "argv", "[", "0", "]", ")", "program_version", "=", "version", "program_build_date", "=", "\"%s\"", "%", "__updated__", "program_...	60.900415	0.010726
def from_mask(cls, mask): """Setup a regular-grid from a mask, wehere the center of every unmasked pixel gives the grid's (y,x) \ arc-second coordinates. Parameters ----------- mask : Mask The mask whose unmasked pixels are used to setup the regular-pixel grid. ...	[ "def", "from_mask", "(", "cls", ",", "mask", ")", ":", "array", "=", "grid_util", ".", "regular_grid_1d_masked_from_mask_pixel_scales_and_origin", "(", "mask", "=", "mask", ",", "pixel_scales", "=", "mask", ".", "pixel_scales", ")", "return", "cls", "(", "array"...	46.333333	0.010582

def _build_connstr(host, port, bucket): """ Converts a 1.x host:port specification to a connection string """ hostlist = [] if isinstance(host, (tuple, list)): for curhost in host: if isinstance(curhost, (list, tuple)): hostlist.append(_fmthost(*curhost)) ...

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def _getPayload(self, record): """ The data that will be sent to the RESTful API """ try: # top level payload items d = record.__dict__ pid = d.pop('process', 'nopid') tid = d.pop('thread', 'notid') payload = { ...

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def _issubclass_2(subclass, superclass, bound_Generic, bound_typevars, bound_typevars_readonly, follow_fwd_refs, _recursion_check): """Helper for _issubclass, a.k.a pytypes.issubtype. """ if is_Tuple(superclass): return _issubclass_Tuple(subclass, superclass, bound_Generic, bound_typevar...

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def _pastore16(ins): ''' Stores 2º operand content into address of 1st operand. store16 a, x => *(&a) = x Use '*' for indirect store on 1st operand. ''' output = _paddr(ins.quad[1]) value = ins.quad[2] if value[0] == '*': value = value[1:] indirect = True else: ...

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def reset(self): """Reset before re-using the cell for another graph.""" self._init_counter = -1 self._counter = -1 if hasattr(self, '_cells'): for cell in self._cells: cell.reset()

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def deserialize_condition(self, workflow, start_node): """ Reads the conditional statement from the given node. workflow -- the workflow with which the concurrence is associated start_node -- the xml structure (xml.dom.minidom.Node) """ # Collect all information. ...

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def setFilepath(self, filepath): """ Sets the filepath text for this widget to the inputed path. :param filepath | <str> """ if not filepath: self._filepathEdit.setText('') return if self.normalizePath(): fi...

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def draw_clusters(data, clusters, noise = [], marker_descr = '.', hide_axes = False, axes = None, display_result = True): """! @brief Displays clusters for data in 2D or 3D. @param[in] data (list): Points that are described by coordinates represented. @param[in] clusters (list): Clusters that ...

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def __parse_results(self,results): """ The resolve server responds with some basic HTML formatting, where the actual results are listed as an HTML list. The regular expression RE_RESULT captures each entry """ reslist = [] cursor = 0 match = RE_RESULTS.se...

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def handle_notification(self, data): """Handle JSONRPC notification.""" if data.get('method') in self._callbacks: self._callbacks.get(data.get('method'))(data.get('params'))

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def read_namespaced_config_map(self, name, namespace, **kwargs): # noqa: E501 """read_namespaced_config_map # noqa: E501 read the specified ConfigMap # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True...

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def check(self, batch_size): """Returns True if the logging frequency has been met.""" self.increment(batch_size) return self.unit_count >= self.config["log_train_every"]

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def _read(filepath_or_buffer: FilePathOrBuffer, kwds): """Generic reader of line files.""" encoding = kwds.get('encoding', None) if encoding is not None: encoding = re.sub('_', '-', encoding).lower() kwds['encoding'] = encoding compression = kwds.get('compression', 'infer') compress...

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def sync_auth_groups(): """ Syncs auth groups according to settings.AUTH_GROUPS :return: """ from django.conf import settings from django.contrib.auth.models import Group, Permission from django.db.models import Q for data in settings.AUTH_GROUPS: g1 = Group.objects.get_or_creat...

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def _init_colors(self): """Init the Curses color layout.""" # Set curses options try: if hasattr(curses, 'start_color'): curses.start_color() if hasattr(curses, 'use_default_colors'): curses.use_default_colors() except Exception as...

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def to_json(self, data, labels=None): """ Will return a dict with Google JSON structure for charts The Google structure:: { cols: [{id:<COL_NAME>, label:<LABEL FOR COL>, type: <COL TYPE>}, ...] rows: [{c: [{v: <COL VALUE}, ...], ....

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def pklc_fovcatalog_objectinfo( pklcdir, fovcatalog, fovcatalog_columns=[0,1,2, 6,7, 8,9, 10,11, 13,14,15,16, 17,18,19, 20,21], ...

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def _get_run_breadcrumbs(cls, source_type, data_object, task_attempt): """Create a path for a given file, in such a way that files end up being organized and browsable by run """ # We cannot generate the path unless connect to a TaskAttempt # and a run if not task_attempt...

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def _image_url(array, fmt='png', mode="data", quality=90, domain=None): """Create a data URL representing an image from a PIL.Image. Args: image: a numpy mode: presently only supports "data" for data URL Returns: URL representing image """ supported_modes = ("data") if mode not in supported_mo...

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def non_argument_modifiers(role='ARG1', only_connecting=True): """ Return a function that finds non-argument modifier dependencies. Args: role (str): the role that is assigned to the dependency only_connecting (bool): if `True`, only return dependencies that connect separate com...

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def get_crystal_field_spin(self, coordination: str = "oct", spin_config: str = "high"): """ Calculate the crystal field spin based on coordination and spin configuration. Only works for transition metal species. Args: coordination (str): Only o...

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def _GetTimelineItems(client_id, file_path): """Gets timeline items for a given client id and path.""" items = [] for file_path, stat_entry, _ in _GetTimelineStatEntries( client_id, file_path, with_history=True): # It may be that for a given timestamp only hash entry is available, we're # skippin...

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def store(bank, key, data, cachedir): ''' Store information in a file. ''' base = os.path.join(cachedir, os.path.normpath(bank)) try: os.makedirs(base) except OSError as exc: if exc.errno != errno.EEXIST: raise SaltCacheError( 'The cache directory, {0}...

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def clone(self, fp): """Clone this generator with the exact same options.""" return self.__class__(fp, self._mangle_from_, None, # Use policy setting, which we've adjusted policy=self.policy)

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def get_cors_options(appInstance, *dicts): """ Compute CORS options for an application by combining the DEFAULT_OPTIONS, the app's configuration-specified options and any dictionaries passed. The last specified option wins. """ options = DEFAULT_OPTIONS.copy() options.update(get_app_kwarg_di...

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def get_tree(self, tgt_env): ''' Return a tree object for the specified environment ''' if not self.env_is_exposed(tgt_env): return None tgt_ref = self.ref(tgt_env) if tgt_ref is None: return None for ref_type in self.ref_types: ...

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def is_continuous(self): """Boolean denoting whether the data collection is continuous.""" if self._validated_a_period is True and \ len(self.values) == len(self.header.analysis_period.months_int): return True else: return False

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async def rt_unsubscribe(self): """Unsubscribe to Tibber rt subscription.""" if self._subscription_id is None: _LOGGER.error("Not subscribed.") return await self._tibber_control.sub_manager.unsubscribe(self._subscription_id)

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def get_SCAT(points, low_bound, high_bound, x_max, y_max): """ runs SCAT test and returns boolean """ # iterate through all relevant points and see if any of them fall outside of your SCAT box SCAT = True for point in points: result = in_SCAT_box(point[0], point[1], low_bound, high_bound...

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def make_auth_regex_str(etal, initial_surname_author=None, surname_initial_author=None): """ Returns a regular expression to be used to identify groups of author names in a citation. This method contains patterns for default authors, so no arguments are needed for the most reliable form of m...

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def set_viewup(self, vector): """ sets camera viewup vector """ if isinstance(vector, np.ndarray): if vector.ndim != 1: vector = vector.ravel() self.camera.SetViewUp(vector) self._render()

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def rdl_decomposition_rev(T, norm='reversible', mu=None): r"""Decomposition into left and right eigenvectors for reversible transition matrices. Parameters ---------- T : (M, M) ndarray Transition matrix norm: {'standard', 'reversible'} standard: (L'R) = Id, L[:,0] is a probabil...

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def trapezoid_transit_residual(transitparams, times, mags, errs): ''' This returns the residual between the modelmags and the actual mags. Parameters ---------- transitparams : list of float This contains the transiting planet trapezoid model:: transitparams = [transitperiod (...

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def mean(self, *args, **kwargs): """ Compute mean of groups, excluding missing values. Returns ------- pandas.Series or pandas.DataFrame %(see_also)s Examples -------- >>> df = pd.DataFrame({'A': [1, 1, 2, 1, 2], ... 'B'...

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def gaps(args): """ %prog gaps agpfile Print out the distribution of gapsizes. Option --merge allows merging of adjacent gaps which is used by tidy(). """ from jcvi.graphics.histogram import loghistogram p = OptionParser(gaps.__doc__) p.add_option("--merge", dest="merge", default=False...

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def mean(l, ignore_nan=False, empty=0): """ nanmean compatible with generators. """ l = iter(l) if ignore_nan: l = ifilterfalse(np.isnan, l) try: n = 1 acc = next(l) except StopIteration: if empty == 'raise': raise ValueError('Empty mean') ...

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def parse_enum_type_definition(lexer: Lexer) -> EnumTypeDefinitionNode: """UnionTypeDefinition""" start = lexer.token description = parse_description(lexer) expect_keyword(lexer, "enum") name = parse_name(lexer) directives = parse_directives(lexer, True) values = parse_enum_values_definition...

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def generate_hooked_command(cmd_name, cmd_cls, hooks): """ Returns a generated subclass of ``cmd_cls`` that runs the pre- and post-command hooks for that command before and after the ``cmd_cls.run`` method. """ def run(self, orig_run=cmd_cls.run): self.run_command_hooks('pre_hooks') ...

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def get_transcoder(): """Return the path to a transcoder (ffmpeg or avconv) with MP3 support.""" transcoders = ['ffmpeg', 'avconv'] transcoder_details = {} for transcoder in transcoders: command_path = shutil.which(transcoder) if command_path is None: transcoder_details[transcoder] = 'Not installed.' co...

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def _createShapelet(self,coeff): """ returns a shapelet array out of the coefficients *a, up to order l :param num_l: order of shapelets :type num_l: int. :param coeff: shapelet coefficients :type coeff: floats :returns: complex array :raises: AttributeE...

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def _first_batch(sock_info, db, coll, query, ntoreturn, slave_ok, codec_options, read_preference, cmd, listeners): """Simple query helper for retrieving a first (and possibly only) batch.""" query = _Query( 0, db, coll, 0, query, None, codec_options, read_preference, ntoreturn, ...

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def vtableEqual(a, objectStart, b): """vtableEqual compares an unwritten vtable to a written vtable.""" N.enforce_number(objectStart, N.UOffsetTFlags) if len(a) * N.VOffsetTFlags.bytewidth != len(b): return False for i, elem in enumerate(a): x = encode.Get(packer.voffset, b, i * N.VOf...

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def download_url(self, remote_path, **kwargs): """返回目标文件可用的下载地址 :param remote_path: 每一项代表需要下载的文件路径 :type remote_path: str list """ def get_url(dlink): return self.session.get(dlink, headers=BAIDUPAN_HEADERS, ...

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def _get_files_to_lint(self, external_directories): """Get files to lint.""" all_f = [] for external_dir in external_directories: all_f.extend(_all_files_matching_ext(external_dir, "py")) packages = self.distribution.packages or list() for package in packages: ...

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def close_filenos(preserve): """ Close unprotected file descriptors Close all open file descriptors that are not in preserve. If ulimit -nofile is "unlimited", all is defined filenos <= 4096, else all is <= the output of resource.getrlimit(). :param preserve: set with protected files :type pr...

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def _set_config(self, config=None): """Set this component's initial configuration""" if not config: config = {} try: # pprint(self.configschema) self.config = self.componentmodel(config) # self.log("Config schema:", lvl=critical) # ppr...

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def start(self): """Start the sensor. """ if rospy.get_name() == '/unnamed': raise ValueError('Weight sensor must be run inside a ros node!') self._weight_subscriber = rospy.Subscriber('weight_sensor/weights', Float32MultiArray, self._weights_callback) self._running =...

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def validate_service(self, request, uid): """Validates the specs values from request for the service uid. Returns a non-translated message if the validation failed.""" result = get_record_value(request, uid, 'result') if not result: # No result set for this service, dismiss ...

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def _refresh_cache(self): """Populate self._thumbnails.""" self._thumbnails = {} metadatas = self.metadata_backend.get_thumbnails(self.source_image.name) for metadata in metadatas: self._thumbnails[metadata.size] = Thumbnail(metadata=metadata, storage=self.storage)

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def queryByPortSensor(portiaConfig, edgeId, port, sensor, last=False, params={ 'from': None, 'to': None, 'order': None, 'precision': 'ms', 'limit': None }): """Returns a pandas data frame with the portia select resultset""" header = {'Accept': 'text/csv'} if last == False: endpoint = '/select/devi...

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def main(): """Main function for :command:`fabulous-image`.""" import optparse parser = optparse.OptionParser() parser.add_option( "-w", "--width", dest="width", type="int", default=None, help=("Width of printed image in characters. Default: %default")) (options, args) = parser.pars...

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def check_docstrings(show_diff=False, config=None, mods=None): """ Check docstrings in module match the README.md """ readme = parse_readme() modules_readme = core_module_docstrings(config=config) warned = False if create_readme(readme) != create_readme(modules_readme): for module i...

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def isstream(obj): """Detect if `obj` is a stream. We consider anything a stream that has the methods - ``close()`` and either set of the following - ``read()``, ``readline()``, ``readlines()`` - ``write()``, ``writeline()``, ``writelines()`` :Arguments: *obj* stream or ...

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def run(self): ''' Execute the salt-cloud command line ''' # Parse shell arguments self.parse_args() salt_master_user = self.config.get('user') if salt_master_user is None: salt_master_user = salt.utils.user.get_user() if not check_user(salt_...

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def rainbow( self, text=None, fore=None, back=None, style=None, freq=0.1, offset=30, spread=3.0, linemode=True, movefactor=2, rgb_mode=False): """ Make rainbow gradient text. Arguments: text : Text to make gradient. ...

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def register_plugin(self): """Register plugin in Spyder's main window""" self.redirect_stdio.connect(self.main.redirect_internalshell_stdio) self.main.console.shell.refresh.connect(self.refresh_plugin) iconsize = 24 self.toolbar.setIconSize(QSize(iconsize, iconsize)) ...

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def apply(self, resource): """ :param resource: Image :return: Image """ if isinstance(resource, Image.Image): return getattr(self, '_' + self.method)(resource) else: raise ValueError('Unsupported resource format: %s' % str(type(resource)))

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def _addLink(self, dirTree, dirID, dirSeq, dirPath, name): """ Add tree reference and name. (Hardlink). """ logger.debug("Link %d-%d-%d '%s%s'", dirTree, dirID, dirSeq, dirPath, name) # assert dirTree != 0, (dirTree, dirID, dirSeq, dirPath, name) assert (dirTree, dirID, dirSeq) not in s...

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def get_ndv_b(b): """Get NoData value for GDAL band. If NoDataValue is not set in the band, extract upper left and lower right pixel values. Otherwise assume NoDataValue is 0. Parameters ---------- b : GDALRasterBand object This is the input band. Returns ------- b...

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def calc_and_store_post_estimation_results(results_dict, estimator): """ Calculates and stores post-estimation results that require the use of the systematic utility transformation functions or the various derivative functions. Note that this function is only v...

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def string_class(cls): """Define __unicode__ and __str__ methods on the given class in Python 2. The given class must define a __str__ method returning a unicode string, otherwise a TypeError is raised. Under Python 3, the class is returned as is. """ if not PY3: if '__str__' not in cls...

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def show_tracebacks(self): """ Show tracebacks """ if self.broker.tracebacks: for tb in self.broker.tracebacks.values(): # tb = "Traceback {0}".format(str(tb)) self.logit(str(tb), self.pid, self.user, "insights-run", logging.ERROR)

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def generate_password_link(self): """ Generates a link to reset password """ self.password_link = self.generate_hash(50) now = datetime.datetime.utcnow() self.password_link_expires = now + datetime.timedelta(hours=24)

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def load(filters="*.*", text='Select a file, FACEFACE!', default_directory='default_directory'): """ Pops up a dialog for opening a single file. Returns a string path or None. """ # make sure the filters contains "*.*" as an option! if not '*' in filters.split(';'): filters = filters + ";;All files ...

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def disco(bytecode_version, co, timestamp, out=sys.stdout, is_pypy=False, magic_int=None, source_size=None, header=True, asm_format=False, show_bytes=False, dup_lines=False): """ diassembles and deparses a given code block 'co' """ assert iscode(co) show_module_header...

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def set(clear=False, **defaults): """ Set default parameters for :class:`lsqfit.nonlinear_fit`. Use to set default values for parameters: ``svdcut``, ``debug``, ``tol``, ``maxit``, and ``fitter``. Can also set parameters specific to the fitter specified by the ``fitter`` argumen...

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def api_server(connection, server_class): """ Establishes an API Server on the supplied connection Arguments: - connection (xbahn.connection.Connection) - server_class (xbahn.api.Server) Returns: - server_class: server instance """ # run api server on connection re...

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def ycoord(self): """The y coordinate :class:`xarray.Variable`""" v = next(self.raw_data.psy.iter_base_variables) return self.decoder.get_y(v, coords=self.data.coords)

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def main(argv=None): """ Command line entry point """ if not argv: argv = sys.argv[1:] parser = argparse.ArgumentParser(description=_HELP_TEXT) parser.add_argument('input', nargs='?', default=None) parser.add_argument('output', nargs='?', default=None) parser.add_argument('--ver...

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def stopLongPolling(self): ''' Stop LongPolling thread :return: none ''' if(self.longPollThread.isAlive()): self._stopLongPolling.set() self.log.debug("set stop longpolling flag") else: self.log.warn("LongPolling thread already stopped") return

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def remote_log_block_status_send(self, target_system, target_component, seqno, status, force_mavlink1=False): ''' Send Status of each log block that autopilot board might have sent target_system : System ID (uint8_t) target_component ...

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def gain(self, gain_db=0.0, normalize=True, limiter=False, balance=None): '''Apply amplification or attenuation to the audio signal. Parameters ---------- gain_db : float, default=0.0 Gain adjustment in decibels (dB). normalize : bool, default=True If Tru...

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def _setup_constants(alphabet=NAMESPACE_CHARACTERS, max_length=MAX_NAMESPACE_LENGTH, batch_size=NAMESPACE_BATCH_SIZE): """Calculate derived constant values. Only useful for testing.""" global NAMESPACE_CHARACTERS global MAX_NAMESPACE_LENGTH # pylint: disable=global-var...

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def accumulate_nested_doc(nested_path, expr=IDENTITY): """ :param nested_path: THE PATH USED TO EXTRACT THE NESTED RECORDS :param expr: FUNCTION USED ON THE NESTED OBJECT TO GET SPECIFIC VALUE :return: THE DE_TYPED NESTED OBJECT ARRAY """ name = literal_field(nested_path) def output(doc): ...

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def _get_sizes_checksums(checksums_path): """Returns {URL: (size, checksum)}s stored within file.""" checksums = {} for line in _read_file(checksums_path).split('\n'): if not line: continue # URL might have spaces inside, but size and checksum will not. url, size, checksum = line.rsplit(' ', 2) ...

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def yum_group_install(**kwargs): """ instals a yum group """ for grp in list(kwargs['groups']): log_green("installing %s ..." % grp) if 'repo' in kwargs: repo = kwargs['repo'] sudo("yum groupinstall -y --quiet " "--enablerepo=%s '%s'" % (repo, grp)) ...

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def rm_command( ignore_missing, star_silent, recursive, enable_globs, endpoint_plus_path, label, submission_id, dry_run, deadline, skip_activation_check, notify, meow, heartbeat, polling_interval, timeout, timeout_exit_code, ): """ Executor for `gl...

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def reset_highlights(self): """ Remove red outlines from all buttons """ for dtype in ["specimens", "samples", "sites", "locations", "ages"]: wind = self.FindWindowByName(dtype + '_btn') wind.Unbind(wx.EVT_PAINT, handler=self.highlight_button) self.Refresh...

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def wait_for_server(pbclient=None, dc_id=None, serverid=None, indicator='state', state='AVAILABLE', timeout=300): ''' wait for a server/VM to reach a defined state for a specified time indicator := {state|vmstate} specifies if server or VM stat is tested state specifies the status th...

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def _eager_tasklet(tasklet): """Decorator to turn tasklet to run eagerly.""" @utils.wrapping(tasklet) def eager_wrapper(*args, **kwds): fut = tasklet(*args, **kwds) _run_until_rpc() return fut return eager_wrapper

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def deprecated(text="", eos=""): """ Args: text, eos: same as :func:`log_deprecated`. Returns: a decorator which deprecates the function. Example: .. code-block:: python @deprecated("Explanation of what to do instead.", "2017-11-4") def foo(...): ...

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def _importGenomeObjects(gtfFilePath, chroSet, genome, batchSize, verbose = 0) : """verbose must be an int [0, 4] for various levels of verbosity""" class Store(object) : def __init__(self, conf) : self.conf = conf self.chromosomes = {} self.gen...

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def get_mems(self, type): """Fetch all the memories of the supplied type""" ret = () for m in self.mems: if m.type == type: ret += (m,) return ret

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def setColor( self, color ): """ Sets the color for this widget. :param color | <QColor> || <str> """ self._color = QColor(color) self.setAlternateColor(self._color.darker(110))

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29.875

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def _filter_dead_code(nodes: Iterable[ast.AST]) -> List[ast.AST]: """Return a list of body nodes, trimming out unreachable code (any statements appearing after `break`, `continue`, and `return` nodes).""" new_nodes: List[ast.AST] = [] for node in nodes: if isinstance(node, (ast.Break, ast.Contin...

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def out_of_bag_samples(self): """ Returns the out-of-bag samples list, inside a wrapper to keep track of modifications. """ #TODO:replace with more a generic pass-through wrapper? class O(object): def __init__(self, tree): self.tree = tree ...

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def solar_noon_utc(self, date, longitude): """Calculate solar noon time in the UTC timezone. :param date: Date to calculate for. :type date: :class:`datetime.date` :param longitude: Longitude - Eastern longitudes should be positive :type longitude: float ...

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def directory_cloud(self,directory,max_text_size=72,min_text_size=12,expand_width=50,expand_height=50,max_count=100000): '''Creates a word cloud using files from a directory. The color of the words correspond to the amount of documents the word occurs in.''' worddict = assign_fonts(tuplecount(re...

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def prettymetrics(self) -> str: """ Pretty printing for metrics """ rendered = ["{}: {}".format(*m) for m in self.metrics()] return "\n ".join(rendered)

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33

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def nfa_complementation(nfa: dict) -> dict: """ Returns a DFA reading the complemented language read by input NFA. Complement a nondeterministic automaton is possible complementing the determinization of it. The construction is effective, but it involves an exponential blow-up, since determiniz...

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38.875

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def _expand(self, row, consumed_position, passed): """Add the arguments `(args, kw)` to `_walk` to the todo list.""" self._todo.append((row, consumed_position, passed))

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def geocode( self, query, bounds=None, country=None, language=None, exactly_one=True, timeout=DEFAULT_SENTINEL, ): """ Return a location point by address. :param str query: The address or query you wish to g...

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async def _connect(self, hostname, port, reconnect=False, password=None, encoding=pydle.protocol.DEFAULT_ENCODING, channels=[], tls=False, tls_verify=False, source_address=None): """ Connect to IRC server, optionally over TLS. """ self.password = password # Create connection if we can't reuse i...

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def backbone_wu(CIJ, avgdeg): ''' The network backbone contains the dominant connections in the network and may be used to aid network visualization. This function computes the backbone of a given weighted and undirected connection matrix CIJ, using a minimum-spanning-tree based algorithm. Para...

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def update_fax(self, fax_id, payload_fax_modification, **kwargs): # noqa: E501 """Modify fax record # noqa: E501 You can modify a fax record's comment or mark it as read # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please...

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def lucene_version(core_name=None): ''' Gets the lucene version that solr is using. If you are running a multi-core setup you should specify a core name since all the cores run under the same servlet container, they will all have the same version. core_name : str (None) The name of the solr...

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def get_log_metric( self, metric_name, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, metadata=None, ): """ Gets a logs-based metric. Example: >>> from google.cloud import logging_v2 ...

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38.555556

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def main(argv=None): '''Command line options.''' program_name = os.path.basename(sys.argv[0]) program_version = version program_build_date = "%s" % __updated__ program_version_string = '%%prog %s (%s)' % (program_version, program_build_date) #program_usage = '''usage: spam two eggs''' # option...

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def from_mask(cls, mask): """Setup a regular-grid from a mask, wehere the center of every unmasked pixel gives the grid's (y,x) \ arc-second coordinates. Parameters ----------- mask : Mask The mask whose unmasked pixels are used to setup the regular-pixel grid. ...

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46.333333

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